EP1339323A2 - A diagnostic system for the ear - Google Patents

A diagnostic system for the ear

Info

Publication number
EP1339323A2
EP1339323A2 EP01996329A EP01996329A EP1339323A2 EP 1339323 A2 EP1339323 A2 EP 1339323A2 EP 01996329 A EP01996329 A EP 01996329A EP 01996329 A EP01996329 A EP 01996329A EP 1339323 A2 EP1339323 A2 EP 1339323A2
Authority
EP
European Patent Office
Prior art keywords
ear
processing unit
spectrum
reflected light
digital value
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP01996329A
Other languages
German (de)
French (fr)
Other versions
EP1339323A4 (en
Inventor
Menashe Shahar
Victor Alchanatis
Ze'ev Schmilovitch
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Aby Shachar Initial Diagnosis Ltd
Original Assignee
Aby Shachar Initial Diagnosis Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Aby Shachar Initial Diagnosis Ltd filed Critical Aby Shachar Initial Diagnosis Ltd
Publication of EP1339323A2 publication Critical patent/EP1339323A2/en
Publication of EP1339323A4 publication Critical patent/EP1339323A4/en
Withdrawn legal-status Critical Current

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0082Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence adapted for particular medical purposes
    • A61B5/0084Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence adapted for particular medical purposes for introduction into the body, e.g. by catheters
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0075Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence by spectroscopy, i.e. measuring spectra, e.g. Raman spectroscopy, infrared absorption spectroscopy
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/41Detecting, measuring or recording for evaluating the immune or lymphatic systems
    • A61B5/411Detecting or monitoring allergy or intolerance reactions to an allergenic agent or substance
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B1/00Instruments for performing medical examinations of the interior of cavities or tubes of the body by visual or photographical inspection, e.g. endoscopes; Illuminating arrangements therefor
    • A61B1/227Instruments for performing medical examinations of the interior of cavities or tubes of the body by visual or photographical inspection, e.g. endoscopes; Illuminating arrangements therefor for ears, i.e. otoscopes
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2560/00Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
    • A61B2560/04Constructional details of apparatus
    • A61B2560/0443Modular apparatus
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems

Definitions

  • the present invention relates generally to a diagnostic system for ear related conditions. More particularly the invention relates to a system capable of diagnosing ear conditions based on obtaining a spectrum of reflected light from an ear.
  • otitis media is one of the most common pathologies. By itself, otitis media is a significant affliction, which can lead to serious long-term hearing and learning disabilities if not promptly diagnosed and treated with antibiotics. However, overdiagnosis of otitis media is problematic as well, since it causes unnecessary prescription of antibiotics, and excessive hospitalization.
  • Two major medical conditions are mistakably diagnosed as otitis media: the first one is a healthy ear, in which no medical therapy is of need.
  • the second one is serous otitis media which is an allergic reaction or which is caused by a virus. Not only does serous otitis media cause the prescription of an overdose of antibiotics, it also requires a different treatment.
  • ear pathologies are generally diagnosed using common diagnostic techniques, such as tympanometry or visual otoscopy.
  • Otoscopy is largely subjective because it is a visual examination. Therefore, it usually results in overdiagnosis of otitis media. Lately, the art of otoscopes has been contributed to by a number of
  • otoscopes are limited, since they still rely on the diagnostic ability of the
  • One embodiment of the present invention is related to a system for detecting and diagnosing ear related conditions comprising a device capable of obtaining a spectrum of reflected light from an ear of a subject and a processing unit in connection with said device, which is capable of translating the obtained spectrum of reflected light to one or more output values related to the condition of the ear.
  • the system of the invention may be in the form of a single hand - held unit.
  • the system of the invention is able to determine whether the ear is healthy, or is infected with either otitis media, or serous otitis media and to further indicate the statistical confidence of its determination.
  • the system is able to determine the redness degree of the tympanic membrane compared to a healthy ear.
  • the system is able to determine the effusion degree in the middle ear compare to a healthy ear.
  • a method for detecting and diagnosing ear related conditions comprising the steps of illuminating inside the ear; inserting a device to the ear canal capable of conveying at least one spectrum of reflected light from said ear to a processing unit; and activating said processing unit thereby translating at least one spectrum of reflected light provided at the time of activating to one or more output values related to the condition of the ear.
  • FIG. 1 is a block diagram of the system in accordance with an embodiment of the present invention
  • Fig. 2 is a schematic illustration of the device in a form of an otoscope according to one embodiment of the present invention
  • Fig. 3 is a schematic illustration of the processing unit of the present invention according to one embodiment of the present invention.
  • Fig. 4 is a schematic illustration of a single hand held unit in a form of an otoscope in accordance with one embodiment of the present invention
  • Fig. 5 is a schematic illustration of a "add on" device for assembly on an existing otoscope in accordance with an embodiment of the present invention
  • An embodiment of a system of the present invention is a diagnostic system, which aids physicians in diagnosing ear inflammation.
  • the system includes a device for obtaining a spectrum of light reflected from an ear and a processing unit in connection with the device for analyzing the spectrum so as to obtain information regarding the medical condition of the ear.
  • the device comprises an illumination source for illuminating inside the ear and at least one optical fiber for conveying the reflected spectrum from the ear to the processing unit.
  • the device is preferably in the form of an otoscope as exemplified in Figs. 1 ,2,4 and 5.
  • the processing unit comprises a spectral analytical instrument for receiving the reflected spectrum; and a microprocessor or a computer chip for processing the analyzed spectrum so as to obtain information regarding the medical condition of the ear. While in one embodiment of the system and method of the present invention otitis media may be diagnosed, in alternate embodiments other diseases may be diagnosed.
  • the spectral analytical instrument includes one or more filters which transmit specific wavelengths.
  • the spectral analytical instrument includes one or more filters which transmit specific wavelengths.
  • the spectral analytical instrument includes a spectrometer, which, in a specific embodiment of the present invention, is sensitive to visible and near infra red radiation (e.g., wavelength of 400nm to 1200nm).
  • a spectrometer which, in a specific embodiment of the present invention, is sensitive to visible and near infra red radiation (e.g., wavelength of 400nm to 1200nm).
  • the system 10 includes a device 20 for inserting into an ear, illuminating the ear, for example its tympanic membrane and obtaining reflected light.
  • Device 20 may be in a form of an otoscope.
  • Device 20 is connected to a spectrometer 30 through, for example, at least one optical fiber 25. Other methods of connecting the spectrometer to the device may be used.
  • the spectrometer is sensitive to approximately 400nm - 1200nm wavelength. In another embodiments other wavelengths may be used.
  • the spectrometer output may be for example a voltage or current signal that is converted to a vector of digital numbers using a 12 bit A/D converter indicated as 40. Other outputs may be used. In alternate embodiments other outputs and methods for producing an output may be used.
  • the data is then fed to a processor 50 preferably including a memory such as an accessible memory for the actual processing.
  • Processor 50 may be connected to, for example, a clock 60, to a keyboard 70 and to an LCD display 80.
  • Processor 50 can further be connected to a PC indicated as 90 through a serial port indicated as 99.
  • Other systems for processing data may be used. Referring now to Fig. 2 in which a device 20 in a form of an otoscope in accordance with one embodiment of the present invention is shown.
  • the otoscope includes an elongated housing 22 having a substantially hollow interior and proximal and distal ends 21 and 23.
  • the distal end 23 of the elongated housing 22 are provided with a substantially frusto- conically shaped inner tip housing 24, that can also serve for illuminating inside the ear, and that can further be accompanied by a speculum - a distal extension which is sized for positioning within an ear canal 2 undergoing diagnosis for sterility purposes.
  • the device 20 is connected to means for illuminating 24. As shown in Fig. 2 the means for absorbing the reflected light from the ear dram. 11 can be situated inside the hollow interior of 24 .
  • the means for illuminating the ear dram is a halogen lamp, wherein the luminescence reflected on the ear dram through the inner tip housing 24.
  • Other illuminating means may be used.
  • at least one optical fiber 11 is extended from the inner tip housing 24, through the elongated housing 22 and is fanned out in the proximal end 21.
  • An electo-optical cable 25 is further connected to spectrometer 30 (Fig. 1).
  • a freeze button 27 On the exterior of the elongated housing 22 may be provided a freeze button 27, which is connected to the processor 50 (Fig.1), such that when the freeze button is pressed, it activates processor 50.
  • processor 50 when the freeze button 27 is pressed, processor 50 obtains and analyzes one spectrum of reflected light provided at the time of activating. In another embodiment of the present invention when the freeze button 27 is pressed, processor 50 (Fig.1) obtains and analyzes more than one spectrum of reflected light provided at the time of activating and at a followed period of time as been predefined. A device such as a freeze button need not be used.
  • a white patch standard reference spectrum may be acquired, before the device is used to test an ear.
  • the device When not in use, the device is placed on a stand, with the optic fiber facing a standard white patch.
  • the freeze button 27 may be pressed and by doing so, a sample of the spectrum of the white patch is acquired! This spectrum is then used as a reference spectrum for calculating the relative reflectance spectrum of the ear. Other methods may be used to calibrate the device.
  • a processing unit 100 In front of processing unit 100 there is an LCD panel indicated as 80 and a keyboard indicated as 70 having a set of keys, for example, twelve to sixteen keys for entering patient l/D and other data.
  • a spectrometer 30 Inside processing unit 100 there is a spectrometer 30 (Fig. 1), which is connected to, for example, one electro-optical cable 25 through a connector 25a on the exterior of the processing unit 100.
  • a spectrometer 30 Fig. 1
  • Fig. 1 In another embodiment other methods of analyzing light may be used. In yet, another embodiment other data entry devices may be used.
  • spectrometer 30 receives the reflected light from the ear, and produces an electrical signal.
  • the spectrometer is provided with a linear photodiode array and a diffraction grating.
  • the electro- optical cable 25 delivers the light to an entrance slit of the spectrometer.
  • Inside the spectrometer there is a linear array having 256, 512, 1024 or 2048 photoelements, each representing a different spectral channel. Other numbers of photo elements may be used.
  • the output of the spectrometer is an electrical signal (in a form of a video signal), which carries information about the light intensity in each spectral channel.
  • inside processing unit 100 there is further provided an A/D converter indicated as 40, which converts the electrical signal to at least one digital value.
  • the digital value is then obtained by a processor 50, which analyzes the information and saves it.
  • Processor 50 may be further connected to a clock 60, which provides it with the time and date of the diagnosis.
  • the LCD 80 is an alphanumeric display with 32 characters organized in two rows of 16 characters. Below the display there are two soft keys 91 and 92, the bottom line of the display may display the function of each soft key. When the system is powered on, it displays the current time on the upper line provided by clock 60. The soft keys are start and set. Pressing the start key will put the system in measurement state where it waits for the doctor to press the freeze button 27 on the device to make the actual measurement. When the freeze button is pressed the data is saved and processed. After processing is complete, the result is displayed on the top line. LCD 80 displays the result, which may be either "normal” or "serous otitis media” or “otitis media” or “undiagnosable”. The result is provided with the statistical significance of the classification decision. In other embodiments, other displays and data entry systems may be used, and other diagnosis may be produced.
  • the doctor has the option to save the data by pressing the soft key.
  • saving the data the doctor is asked to enter the patient ID on the numeric keyboard 70, and press the left soft key for the ear side.
  • the data may be saved at the first free location found inside processor 50.
  • Data is saved in files, each file includes a patient ID, ear side, current date and time provided by clock 60 and actual spectrometer data (two bytes per point). If more then one file was saved for the same patient on the same ear, a serial number will be appended to the name.
  • the processing unit 100 is miniaturized to be used as a single hand held unit 100a, built in with an otoscope as shown in Fig. 4.
  • a miniaturized processing unit 100b is a separate device that can be added to any otoscope on the market, as shown in Fig. 5.
  • the doctor can transfer a file to a PC indicated as 90 connected to the processor through, for example, a serial port 99 provided on the exterior of the processing unit. In other embodiments, other data connectors may be used.
  • the doctor can further delete the file. The doctor has the option to delete the file after its transfer is completed. The doctor can get a list of all files stored in system memory and decide which file to transfer or delete. This entire interface is done through the keyboard 70.
  • Processing unit 100 can further be connected to the internet through a modem either built in the processing unit 100 or externally connected to the processing unit.
  • the Processing As explained above, in one embodiment the A/D converter, indicated as 40, converts the electrical signal to at least one digital value, which is further received by a processor 50.
  • every digital value represents a point on the spectrum. Therefore, the number of digital values received by a processor equals the number of the photoelements of the linear array of the spectrometer. At least one digital value could be referred to as the spectrum vector.
  • the linear array of the spectrometer consists of 2048 photoelements, thus, 2048 digital values are received by the processor 50. Each value is a 12-bit integer.
  • three processes are done on the vector: 1) Smoothing and derivative 2) Model evaluation
  • digital value is differentiation (first or higher order derivative) with smoothing in a
  • differentiation may be performed using different methods.
  • the processed vector, Dj is used as an input to a
  • the model requires at least one
  • the technician inputs to the processor three ranges of
  • the model In addition to classifying the inspected ear, the model also provides the statistical significance (confidence level) at
  • At least one digital value of the other ear can provide at least one reference value for
  • at least one digital value resulting from a former diagnosis can provide at least one reference value for diagnosing the same ear in a later diagnosis.
  • Linear discriminant models can be formulated as a linear combination of the derivative vector with a set of multiplying coefficients. The coefficients are calculated using statistical optimization techniques like Regression Analysis. The confidence level of the class determination of each vector is also computed. Therefore, the output of the model consists of two numbers: one represents the class that the ear under evaluation belongs to, and the second represents the statistical significance of the classification decision.
  • the output to the LCD display 80 is 'undiagnosed'.
  • Different classification models can be implemented to mathematically manipulate the processed vector Dj. For example, neural network classifiers, non parametric classifiers (e.g. K Nearset Neighbors) etc. All models yield the same output: classification to (1) normal, (2) serous otitis media or (3) otitis media and statistical significance (confidence level) at which the class was determined.
  • the technician inputs to the system at least one reference value which according to one embodiment of the present invention includes statistical values of the reflectance of a healthy ear in the wavelengths of 650-700nm and 962nm, and from comparing these reference values to their corresponding experimental values the output regarding the degree of redness of the tympanic membrane and the degree of effusion in the middle ear are provided.
  • Fig. 4 illustrates one of the embodiments of the present invention wherein the system is provided as a single hand held unit.
  • processing unit 100a On the exterior of device 20, as described in reference to Fig. 2, is placed processing unit 100a, which is described in reference to Fig. 3, and that was further miniaturized in order to be used as a hand held unit.
  • Fig. 5 illustrates another embodiment of the present invention wherein the system is provided as a single hand held unit, and wherein processing unit 100a, which is described in reference to Fig. 3, was further miniaturized, and was placed on any otoscope that is available on the market.
  • the analysis was performed on the whole data base, as well as on a subset of the data base that included only patients under 12 years old.
  • Table 1 summarizes the results by depicting the performance factors, as defined above: Table 1 Performance factors in cross validation

Abstract

The present invention concerns to a system for detecting and diagnosing ear related conditions. The invention provides for a device capable of obtaining a spectrum of reflected light from an ear of a subject and a processing unit in connection with said device, which is capable of translating the obtained spectrum of reflected light to one or more output values related to the condition of the ear. The invention further provides a method for detecting and diagnosing ear related conditions comprising the steps of illuminating inside the ear; inserting a device to the ear canal capable of conveying at least one spectrum of reflected light from the ear to a processing unit (50), and activating said processing unit thereby translating at least one spectrum of reflected light provided at the same time of activating to one or more output values related to the condition of the ear.

Description

A DIAGNOSTIC SYSTEM FOR THE EAR
FIELD OF THE INVENTION
The present invention relates generally to a diagnostic system for ear related conditions. More particularly the invention relates to a system capable of diagnosing ear conditions based on obtaining a spectrum of reflected light from an ear.
BACKGROUND OF THE INVENTION
A wide variety of diseases associated with the human ear have been identified. In children, otitis media is one of the most common pathologies. By itself, otitis media is a significant affliction, which can lead to serious long-term hearing and learning disabilities if not promptly diagnosed and treated with antibiotics. However, overdiagnosis of otitis media is problematic as well, since it causes unnecessary prescription of antibiotics, and excessive hospitalization.
Two major medical conditions are mistakably diagnosed as otitis media: the first one is a healthy ear, in which no medical therapy is of need.
The second one is serous otitis media which is an allergic reaction or which is caused by a virus. Not only does serous otitis media cause the prescription of an overdose of antibiotics, it also requires a different treatment.
These ear pathologies are generally diagnosed using common diagnostic techniques, such as tympanometry or visual otoscopy.
Relating to otoscopy, it is quite clear that physicians should not rely solely on the otoscope to diagnose the medical condition of the ear. Otoscopy is largely subjective because it is a visual examination. Therefore, it usually results in overdiagnosis of otitis media. Lately, the art of otoscopes has been contributed to by a number of
systems proposing video technology. This type of otoscope is illustrated in U.S.
5,919,130 issued to Monroe at al. and in U.S. 5,363,839 issued to Lankford.
Instead of viewing the ear through an eyepiece mounted on the otoscope, the
physician views an image on the video monitor, but he still needs to diagnose
the medical condition of the ear based on what he has viewed. Therefore, those
otoscopes are limited, since they still rely on the diagnostic ability of the
physician.
Since it was quite clear that physicians should not rely solely on the
otoscope to diagnose otitis media, the use of confirmatory tests including tympanometry has grown. However, tympanometry may be painful and needs
the cooperation of a sick child. Children with otitis media are frequently too
uncomfortable to tolerate pressurization of the ear canal required by
tympanometry, and are unable to be tested. In addition both tympanometry and
visual otoscopy should be conducted by a highly trained physician, since it requires the interpretation of the results thereby diagnosing the medical
condition of the ear. Since these techniques cannot be performed by
non-medical or inexperienced personnel, efficient screening of children or
infants at home or in a school is not possible with these techniques.
Therefore, there is a need for both a patient and a physician friendly instrument that enhances the ability to quickly and accurately diagnose otitis
media and to clearly distinguish it from a normal ear or from an ear with serous
otitis media. l
SUMMARY OF THE INVENTION
One embodiment of the present invention is related to a system for detecting and diagnosing ear related conditions comprising a device capable of obtaining a spectrum of reflected light from an ear of a subject and a processing unit in connection with said device, which is capable of translating the obtained spectrum of reflected light to one or more output values related to the condition of the ear.
In one embodiment of the invention the system of the invention may be in the form of a single hand - held unit. The system of the invention is able to determine whether the ear is healthy, or is infected with either otitis media, or serous otitis media and to further indicate the statistical confidence of its determination.
Further, in another embodiment of the invention the system is able to determine the redness degree of the tympanic membrane compared to a healthy ear.
A further embodiment of the present invention, the system is able to determine the effusion degree in the middle ear compare to a healthy ear.
According to a further embodiment of the present invention there is provided a method for detecting and diagnosing ear related conditions comprising the steps of illuminating inside the ear; inserting a device to the ear canal capable of conveying at least one spectrum of reflected light from said ear to a processing unit; and activating said processing unit thereby translating at least one spectrum of reflected light provided at the time of activating to one or more output values related to the condition of the ear. BRIEF DESCRIPTION OF THE DRAWINGS
The present invention will be understood and appreciated more fully from the following detailed description taken in conjunction with the appended drawings in which: Fig. 1 is a block diagram of the system in accordance with an embodiment of the present invention;
Fig. 2 is a schematic illustration of the device in a form of an otoscope according to one embodiment of the present invention;
Fig. 3 is a schematic illustration of the processing unit of the present invention according to one embodiment of the present invention;
Fig. 4 is a schematic illustration of a single hand held unit in a form of an otoscope in accordance with one embodiment of the present invention; and Fig. 5 is a schematic illustration of a "add on" device for assembly on an existing otoscope in accordance with an embodiment of the present invention;
DETAILED DESCRIPTION OF THE INVENTION
An embodiment of a system of the present invention is a diagnostic system, which aids physicians in diagnosing ear inflammation. The system includes a device for obtaining a spectrum of light reflected from an ear and a processing unit in connection with the device for analyzing the spectrum so as to obtain information regarding the medical condition of the ear. The device comprises an illumination source for illuminating inside the ear and at least one optical fiber for conveying the reflected spectrum from the ear to the processing unit. The device is preferably in the form of an otoscope as exemplified in Figs. 1 ,2,4 and 5. The processing unit comprises a spectral analytical instrument for receiving the reflected spectrum; and a microprocessor or a computer chip for processing the analyzed spectrum so as to obtain information regarding the medical condition of the ear. While in one embodiment of the system and method of the present invention otitis media may be diagnosed, in alternate embodiments other diseases may be diagnosed.
In one embodiment of the present invention the spectral analytical instrument includes one or more filters which transmit specific wavelengths. In another embodiment of the present invention as exemplified in
Figs. 1 and 3-5, the spectral analytical instrument includes a spectrometer, which, in a specific embodiment of the present invention, is sensitive to visible and near infra red radiation (e.g., wavelength of 400nm to 1200nm). Thus, the principles of The Near Infrared Spectroscopy, which are well known in the prior art as been described in K.H. Norris, J. Near Infrared Spectrosc. 4, 31-37 (1996) and in Handbook of Near Infrared Analysis, Donald A. Burns, Emil W. Ciuczak, (1992), P. 1-18, may be applicable herein.
The present invention will be more completely understood through the following detailed description, which should be read in conjunction with the attached drawings. All references cited herein are hereby incorporated by reference.
Referring now to Fig. 1 in which a block diagram of a system 10 is shown in accordance with one embodiment of the present invention. The system 10 includes a device 20 for inserting into an ear, illuminating the ear, for example its tympanic membrane and obtaining reflected light. Device 20 may be in a form of an otoscope. Device 20 is connected to a spectrometer 30 through, for example, at least one optical fiber 25. Other methods of connecting the spectrometer to the device may be used. In an embodiment of the present invention the spectrometer is sensitive to approximately 400nm - 1200nm wavelength. In another embodiments other wavelengths may be used. The spectrometer output may be for example a voltage or current signal that is converted to a vector of digital numbers using a 12 bit A/D converter indicated as 40. Other outputs may be used. In alternate embodiments other outputs and methods for producing an output may be used. The data is then fed to a processor 50 preferably including a memory such as an accessible memory for the actual processing. Processor 50 may be connected to, for example, a clock 60, to a keyboard 70 and to an LCD display 80. Processor 50 can further be connected to a PC indicated as 90 through a serial port indicated as 99. Other systems for processing data may be used. Referring now to Fig. 2 in which a device 20 in a form of an otoscope in accordance with one embodiment of the present invention is shown. The otoscope includes an elongated housing 22 having a substantially hollow interior and proximal and distal ends 21 and 23. The distal end 23 of the elongated housing 22 are provided with a substantially frusto- conically shaped inner tip housing 24, that can also serve for illuminating inside the ear, and that can further be accompanied by a speculum - a distal extension which is sized for positioning within an ear canal 2 undergoing diagnosis for sterility purposes. The device 20 is connected to means for illuminating 24. As shown in Fig. 2 the means for absorbing the reflected light from the ear dram. 11 can be situated inside the hollow interior of 24 . In one embodiment of the present invention the means for illuminating the ear dram is a halogen lamp, wherein the luminescence reflected on the ear dram through the inner tip housing 24. Other illuminating means may be used. In one embodiment at least one optical fiber 11 is extended from the inner tip housing 24, through the elongated housing 22 and is fanned out in the proximal end 21. An electo-optical cable 25 is further connected to spectrometer 30 (Fig. 1). On the exterior of the elongated housing 22 may be provided a freeze button 27, which is connected to the processor 50 (Fig.1), such that when the freeze button is pressed, it activates processor 50. In one embodiment of the present invention when the freeze button 27 is pressed, processor 50 obtains and analyzes one spectrum of reflected light provided at the time of activating. In another embodiment of the present invention when the freeze button 27 is pressed, processor 50 (Fig.1) obtains and analyzes more than one spectrum of reflected light provided at the time of activating and at a followed period of time as been predefined. A device such as a freeze button need not be used.
In one embodiment, a white patch standard reference spectrum may be acquired, before the device is used to test an ear. When not in use, the device is placed on a stand, with the optic fiber facing a standard white patch. In order to remove the device from the stand, the freeze button 27 may be pressed and by doing so, a sample of the spectrum of the white patch is acquired! This spectrum is then used as a reference spectrum for calculating the relative reflectance spectrum of the ear. Other methods may be used to calibrate the device.
Referring now to Fig. 3 in which a processing unit 100 is shown. In front of processing unit 100 there is an LCD panel indicated as 80 and a keyboard indicated as 70 having a set of keys, for example, twelve to sixteen keys for entering patient l/D and other data. Inside processing unit 100 there is a spectrometer 30 (Fig. 1), which is connected to, for example, one electro-optical cable 25 through a connector 25a on the exterior of the processing unit 100. In another embodiment other methods of analyzing light may be used. In yet, another embodiment other data entry devices may be used.
In one embodiment, spectrometer 30 receives the reflected light from the ear, and produces an electrical signal. The spectrometer is provided with a linear photodiode array and a diffraction grating. The electro- optical cable 25 delivers the light to an entrance slit of the spectrometer. Inside the spectrometer there is a linear array having 256, 512, 1024 or 2048 photoelements, each representing a different spectral channel. Other numbers of photo elements may be used. In one embodiment the output of the spectrometer is an electrical signal (in a form of a video signal), which carries information about the light intensity in each spectral channel.
In an exemplary embodiment, inside processing unit 100 there is further provided an A/D converter indicated as 40, which converts the electrical signal to at least one digital value. The digital value is then obtained by a processor 50, which analyzes the information and saves it. Processor 50 may be further connected to a clock 60, which provides it with the time and date of the diagnosis.
In one embodiment, the LCD 80 is an alphanumeric display with 32 characters organized in two rows of 16 characters. Below the display there are two soft keys 91 and 92, the bottom line of the display may display the function of each soft key. When the system is powered on, it displays the current time on the upper line provided by clock 60. The soft keys are start and set. Pressing the start key will put the system in measurement state where it waits for the doctor to press the freeze button 27 on the device to make the actual measurement. When the freeze button is pressed the data is saved and processed. After processing is complete, the result is displayed on the top line. LCD 80 displays the result, which may be either "normal" or "serous otitis media" or "otitis media" or "undiagnosable". The result is provided with the statistical significance of the classification decision. In other embodiments, other displays and data entry systems may be used, and other diagnosis may be produced.
When result is displayed the doctor has the option to save the data by pressing the soft key. When saving the data the doctor is asked to enter the patient ID on the numeric keyboard 70, and press the left soft key for the ear side.
In one embodiment the data may be saved at the first free location found inside processor 50. Data is saved in files, each file includes a patient ID, ear side, current date and time provided by clock 60 and actual spectrometer data (two bytes per point). If more then one file was saved for the same patient on the same ear, a serial number will be appended to the name.
In one embodiment of the present invention the processing unit 100 is miniaturized to be used as a single hand held unit 100a, built in with an otoscope as shown in Fig. 4. In another embodiment of the invention, a miniaturized processing unit 100b is a separate device that can be added to any otoscope on the market, as shown in Fig. 5.
In one embodiment, the doctor can transfer a file to a PC indicated as 90 connected to the processor through, for example, a serial port 99 provided on the exterior of the processing unit. In other embodiments, other data connectors may be used. The doctor can further delete the file. The doctor has the option to delete the file after its transfer is completed. The doctor can get a list of all files stored in system memory and decide which file to transfer or delete. This entire interface is done through the keyboard 70.
Processing unit 100 can further be connected to the internet through a modem either built in the processing unit 100 or externally connected to the processing unit. The Processing As explained above, in one embodiment the A/D converter, indicated as 40, converts the electrical signal to at least one digital value, which is further received by a processor 50. Preferably, every digital value represents a point on the spectrum. Therefore, the number of digital values received by a processor equals the number of the photoelements of the linear array of the spectrometer. At least one digital value could be referred to as the spectrum vector. In one embodiment of the present invention, the linear array of the spectrometer consists of 2048 photoelements, thus, 2048 digital values are received by the processor 50. Each value is a 12-bit integer. Preferably, three processes are done on the vector: 1) Smoothing and derivative 2) Model evaluation
3) Comparison of specific digital values of specific wavelength to corresponding
reference values.
In other embodiments other processes may take place.
Smoothing and derivative
In one embodiment, the operation performed on the at least one
digital value is differentiation (first or higher order derivative) with smoothing in a
local window (n points). The algorithm for smoothing and calculating the
derivative can be simplified to a linear combination as follows:
j=n/2
D, = Sigma(Cj * Si-j) j = -n/2
Wherein:
Dj - Smoothed derivative value at point i;
/- Index of point;
Cj - Smoothing and differentiation coefficients;
S - Value of spectrum point; n - window width for smoothing and differentiation operation. The coefficients Cj are calculated off-line using smoothing and differentiation algorithms and the calculated values are input to the processor 50 by a qualified technician. There may be a different set of coefficients for the first points and for the last points in the vector. The above equation is evaluated for every digital value. The result is a new vector of the derivative. Calculations are done in a floating point math. In alternate embodiments, smoothing and
differentiation may be performed using different methods.
Model evaluation
In one embodiment, the processed vector, Dj, is used as an input to a
classification model that classifies the state of the inspected ear to one of three
classes: (1) Normal, (2) serous otitis media and (3) otitis media. In alternate
embodiments, other diagnosis may be made. The model requires at least one
reference value to be input into the processing unit. In one embodiment of the
present invention the technician inputs to the processor three ranges of
statistical values: 1) for normal ear; 2) for ear infected with serous otitis media; 3) and for ear infected with otitis media. These statistical values are saved in
the accessible memory of the processor. In addition to classifying the inspected ear, the model also provides the statistical significance (confidence level) at
which the class was determined. In another embodiment of the present invention the technician inputs
to the processor at least one digital value results from diagnosing the other ear
of said patient with the system of the present invention. Thus, at least one digital value of the other ear can provide at least one reference value for
diagnosing the inspected ear. In a further embodiment of the present invention the technician inputs
to the processor at least one digital value resulting from a former diagnosis of the inspected ear with the system of the present invention while the inspected ear was healthy. Thus, at least one digital value resulting from a former diagnosis can provide at least one reference value for diagnosing the same ear in a later diagnosis. Linear discriminant models can be formulated as a linear combination of the derivative vector with a set of multiplying coefficients. The coefficients are calculated using statistical optimization techniques like Regression Analysis. The confidence level of the class determination of each vector is also computed. Therefore, the output of the model consists of two numbers: one represents the class that the ear under evaluation belongs to, and the second represents the statistical significance of the classification decision.
In a case where the statistical significance of the classification decision is low, the output to the LCD display 80 is 'undiagnosed'. Different classification models can be implemented to mathematically manipulate the processed vector Dj. For example, neural network classifiers, non parametric classifiers (e.g. K Nearset Neighbors) etc. All models yield the same output: classification to (1) normal, (2) serous otitis media or (3) otitis media and statistical significance (confidence level) at which the class was determined.
Comparison of specific digital values of specific wavelength to corresponding reference values.
In addition to the output regarding the classification and the statistical significance, specific information can further be provided regarding the degree of redness of the tympanic membrane and the degree of effusion (fluid) in the middle ear. This information can be provided, in one embodiment of the present invention, when at least one digital value further includes values of the reflectance at wavelengths of, for example 650-700nm and 962nm. As it is well known in the art 962 nm is the wavelength of reflactance of water, and 650-700nm is the range of wavelengths of reflection of the red color in the white light spectrum. Before the processing step the technician inputs to the system at least one reference value which according to one embodiment of the present invention includes statistical values of the reflectance of a healthy ear in the wavelengths of 650-700nm and 962nm, and from comparing these reference values to their corresponding experimental values the output regarding the degree of redness of the tympanic membrane and the degree of effusion in the middle ear are provided.
Fig. 4 illustrates one of the embodiments of the present invention wherein the system is provided as a single hand held unit. On the exterior of device 20, as described in reference to Fig. 2, is placed processing unit 100a, which is described in reference to Fig. 3, and that was further miniaturized in order to be used as a hand held unit.
Fig. 5 illustrates another embodiment of the present invention wherein the system is provided as a single hand held unit, and wherein processing unit 100a, which is described in reference to Fig. 3, was further miniaturized, and was placed on any otoscope that is available on the market.
Experimental Evaluation
In order to demonstrate the diagnostic properties of the system of the present invention a diagnostic study was carried out in 258 volunteers males and females. Custom software was written for system and user interface, as well as data analysis and data management. Each acquired sample was labeled by an expert doctor as NORMAL, ACUTE OTITIS MEDIA (AOM) or SEROUS OTITIS MEDIA (SOM), using a microscope otoscope. The work included 258 patients, out of which 511 samples were usable and were analyzed.
Data analysis was performed in two stages: (1) A statistical model was built from part of the data set (training/calibration)and (2) The constructed model was used to predict the rest of the samples of the data (testing/validation)
In order to obtain robust results, the above procedure was performed several times and the average performance is reported in what follows (cross validation of the model by Venetian blinds).
The performance of the models was evaluated by four parameters:
1. Percentage of AOM cases (out of all AOM cases) that were correctly predicted.
2. Percentage of AOM cases (out of all AOM cases) that were not correctly predicted (false negative)
3. Percentage of NORMAL cases (out of all NORMAL cases) that were erroneously predicted as AOM (false positive (N)).
4. Percentage of SOM cases (out of all SOM cases) that were erroneously predicted as AOM (false positive (S)).
The analysis was performed on the whole data base, as well as on a subset of the data base that included only patients under 12 years old.
Table 1 summarizes the results by depicting the performance factors, as defined above: Table 1 Performance factors in cross validation
Age group AOM Accuracy AOM false NORMAL false SOM false negative positive (N) positive (S)
All 89% 11% 1 % 9%
Under 12 93% 7% 2% 11%
It will be appreciated that the present invention is not limited by what has been described hereinabove and that numerous modifications, all of which fall within the scope of the present invention, exist. For example, certain assumptions were necessarily used in computing the mathematical models of the embodiments. Values and equations based on these assumptions can be changed if new information becomes available.
It will be appreciated by persons skilled in the art that the present invention is not limited by what has been particularly shown and described herein above. Rather the scope of the invention is defined by the claims which follow:

Claims

Claims
1. A system for detecting and diagnosing ear related conditions comprising: a device capable of obtaining a spectrum of reflected light from an ear of a subject; and a processing unit in connection with said device which is capable of translating the obtained spectrum of reflected light to one or more output values related to the condition of the ear.
2. The system of claim 1 wherein the processing unit translates the obtained spectrum by converting the obtained spectrum to at least one digital value and by further comparing between the digital value and at least one reference value.
3. The system of claim 1 , wherein said device capable of obtaining a spectrum of reflected light from an ear comprises: a lamp; and a light conveyor conveying reflected light from said ear to said processing unit.
4. The system of claim 3, wherein said lamp includes a halogen lamp.
5. The system of claim 3, wherein said light conveyor includes at least one optical fiber.
6. The system of claim 2, wherein said processing unit comprises a spectral analytical instrument, which receives said spectrum of reflected light and produces an analog signal.
7. The system of claim 6, wherein said spectral analytical instrument is a spectrometer.
8. The system of claim 7, wherein said spectrometer is sensitive to wavelengths of approximately between 400nm to 1200nm.
9. The system of claim 6, wherein said spectral analytical instrument includes at least one filter.
10. The system of claim 6, wherein said processing unit comprises a converter converting said analog signal into said at least one digital value.
11. The system of claim 10, wherein said processing unit further comprises a microprocessor interfaced with said converter .
12. The system of claim 11 , wherein said microprocessor comprises an accessible memory.
13. The system of claim 1 , wherein said processing unit comprises a display for displaying said one or more output values.
14. The system of claim 13, wherein said display includes an LCD display.
15. The system of claim 1, wherein said one or more output values indicate the health of the ear.
16. The system of claim 15, wherein said one or more output values indicate whether there is otitis media or serous otitis media.
17. The system of claim 16, wherein the statistical confidence of the decision is additionally indicated.
18. The system of claim 2, wherein said at least one reference value is at least one digital value resulting from diagnosing the other ear
of said subject with said system.
19. The system of claim 2, wherein said at least one reference value
is at least one digital value resulting from a diagnosis of a healthy ear with said system.
20. The system of claim 2, wherein said at least one reference value
is a statistical range values resulting from healthy ears.
21. The system of claim 2, wherein said at least one reference value
is a statistical range values resulting from ears with otitis media.
22. The system of claim 2, wherein said at least one reference value
is a statistical range values resulting from ears with serous otitis
media.
23. The system of claim 2, wherein at least one digital value includes
at least one digital value of an reflactance at wavelength of approximately 650-700nm, and wherein the processing unit further
compares said value to a statistical reflactance at wavelength of approximately 650-700nm of a healthy ear thereby determining
the redness degree of the tympanic membrane of said ear.
24. The system of claim 2, wherein at least one digital value includes
a digital value of an reflactance of wavelength of approximately 962 nm, and wherein the processing unit further compares said value to a statistical reflactance at wavelength of approximately 962 nm of a healthy ear thereby determining the effusion degree in the middle ear.
25. The system of claim 1, wherein said processing unit further comprises an input unit including at least a numeric keyboard and an LCD display, for inputting information, and for further saving said information with said one or more output values in a file.
26. The system of claim 25, wherein said information includes at least one of the following: user data and the side of said ear.
27. The system of claim 25, wherein said processing unit further comprises a clock for indicating the time and date of said one or more output values, and wherein the processing unit further saves said time and date with said one or more output values in said file.
28. The system of claim 25, wherein said processing unit is in communication with a personal computer.
29. The system of claim 1 , wherein said system is incorporated into a single hand - held unit.
30. The system of claim 29, wherein the single hand - held unit is an otoscope.
31. The system of claim 1 , wherein said device capable of obtaining a spectrum of reflected light is incorporated into an otoscope.
32. The system of claim 1 , wherein the processing unit is further connected to the internet.
33. A method for detecting and diagnosing ear related conditions comprising operating the system of claim 1.
34. A device for converting an otoscope into a system for detecting and diagnosing ear related conditions comprising: a spectrometer that receives a reflect light from an ear and produces an electrical signal;
an electro-optical cable that delivers said reflected light from an
ear to an entrance slit of said spectrometer;
an A/D converter that receives the output of said spectrometer
in a form of an electrical signal and converts it to at least one digital
value; a processor that receives said digital value, analyzes the
information and saves it;
a clock;
an alphanumeric display connected to said processor and displays a result after processing is completed; and
a keyboard connected to said processor that enables the entrance of data.
35. The device of claim 34, wherein the processing unit is in connection with an otoscope, and the combined components are capable of translating an obtained spectrum of reflected light to one or more
output values related to the condition of the ear.
36. The device of claim 34, wherein said alphanumeric display is a LCD.
37. The device of claim 34, wherein said results that are displayed after processing is completed is either "normal" or serous otitis media" or
"otitis media" or "undiagnosable".
38. A method for detecting and diagnosing ear related conditions comprising the steps of: illuminating inside an ear; obtaining a spectrum of reflected light from an ear of a subject;
converting said spectrum of reflected light to at least one digital
value; and
calculating one or more output values based on said at least one
digital value as compared to at least one reference value thereby
detecting and diagnosing ear related conditions.
39. The method of claim 38, further comprising the step of initially
inputting to the processing unit information of the subject and the side of the ear.
40. A method for detecting and diagnosing ear related conditions
comprising the steps of:
illuminating inside the ear;
inserting a device to the ear canal capable of conveying at least one spectrum of reflected light from said ear to a processing unit; and activating said processing unit thereby translating at least one
spectrum of reflected light provided at the time of activating to one or more output values related to the condition of the ear.
41. The method of claim 40, wherein the activating is by pressing a button located on said device.
42. A system for detecting and diagnosing ear related conditions comprising: a device capable of obtaining a spectrum of reflected light from an ear of a subject; and a processing unit in connection with said device which is capable of translating an obtained spectrum of reflected light by converting said spectrum to at least one digital value, and by further comparing between said digital value and at least one reference value to produce at least one output value related to the condition of the ear.
43. A system for detecting and diagnosing ear related conditions comprising: a device capable of obtaining a spectrum of reflected light from an ear of a subject; and a processing unit in connection with said device that comprises a spectral analytical instrument, that receives said spectrum of reflected light and produces an analog signal translated to one or more output values related to the condition of the ear.
EP01996329A 2000-11-16 2001-11-15 A diagnostic system for the ear Withdrawn EP1339323A4 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US24859300P 2000-11-16 2000-11-16
US248593P 2000-11-16
PCT/IL2001/001057 WO2002039874A2 (en) 2000-11-16 2001-11-15 A diagnostic system for the ear

Publications (2)

Publication Number Publication Date
EP1339323A2 true EP1339323A2 (en) 2003-09-03
EP1339323A4 EP1339323A4 (en) 2004-04-14

Family

ID=22939776

Family Applications (1)

Application Number Title Priority Date Filing Date
EP01996329A Withdrawn EP1339323A4 (en) 2000-11-16 2001-11-15 A diagnostic system for the ear

Country Status (11)

Country Link
US (1) US7058441B2 (en)
EP (1) EP1339323A4 (en)
JP (1) JP2004535834A (en)
KR (1) KR20040067836A (en)
CN (1) CN1531410A (en)
AU (1) AU2002224000A1 (en)
BR (1) BR0115426A (en)
CA (1) CA2429045A1 (en)
EA (1) EA200300574A1 (en)
IL (1) IL155837A0 (en)
WO (1) WO2002039874A2 (en)

Families Citing this family (56)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL155837A0 (en) 2000-11-16 2004-06-01 Chameleon Medical Innovation L A diagnostic system for the ear
US20030171655A1 (en) * 2002-03-08 2003-09-11 Newman Richard W. Combination otoscope
SE0301718L (en) * 2003-06-13 2005-02-11 Atos Medical Ab Method and device for determining body condition
US7668325B2 (en) 2005-05-03 2010-02-23 Earlens Corporation Hearing system having an open chamber for housing components and reducing the occlusion effect
US20060036138A1 (en) * 2004-08-06 2006-02-16 Adam Heller Devices and methods of screening for neoplastic and inflammatory disease
WO2007049562A1 (en) * 2005-10-24 2007-05-03 Matsushita Electric Industrial Co., Ltd. Apparatus for measuring biological component concentration
US8004273B1 (en) * 2007-06-29 2011-08-23 Marvell International Ltd. System for simplified correlation of instrumentation probes and data displays
EP2208367B1 (en) 2007-10-12 2017-09-27 Earlens Corporation Multifunction system and method for integrated hearing and communiction with noise cancellation and feedback management
KR101009779B1 (en) * 2008-06-11 2011-01-19 을지대학교 산학협력단 Diagnosis device for otitis media with effusion
DK2301261T3 (en) 2008-06-17 2019-04-23 Earlens Corp Optical electromechanical hearing aids with separate power supply and signal components
WO2009157825A1 (en) * 2008-06-24 2009-12-30 Atos Medical Ab A method and device for diagnosing ear conditions
KR101717034B1 (en) 2008-09-22 2017-03-15 이어렌즈 코포레이션 Balanced armature devices and methods for hearing
WO2010141895A1 (en) 2009-06-05 2010-12-09 SoundBeam LLC Optically coupled acoustic middle ear implant systems and methods
US9544700B2 (en) 2009-06-15 2017-01-10 Earlens Corporation Optically coupled active ossicular replacement prosthesis
WO2010148324A1 (en) 2009-06-18 2010-12-23 SoundBeam LLC Optically coupled cochlear implant systems and methods
EP2443843A4 (en) 2009-06-18 2013-12-04 SoundBeam LLC Eardrum implantable devices for hearing systems and methods
WO2011005479A2 (en) 2009-06-22 2011-01-13 SoundBeam LLC Optically coupled bone conduction systems and methods
US10555100B2 (en) 2009-06-22 2020-02-04 Earlens Corporation Round window coupled hearing systems and methods
US8715154B2 (en) 2009-06-24 2014-05-06 Earlens Corporation Optically coupled cochlear actuator systems and methods
US20110125222A1 (en) * 2009-06-24 2011-05-26 SoundBeam LLC Transdermal Photonic Energy Transmission Devices and Methods
US8845705B2 (en) 2009-06-24 2014-09-30 Earlens Corporation Optical cochlear stimulation devices and methods
JP5752258B2 (en) * 2010-11-04 2015-07-22 ザ クリーブランド クリニック ファウンデーションThe Cleveland ClinicFoundation Apparatus for determining the presence or absence of middle ear fluid
EP2656639B1 (en) 2010-12-20 2020-05-13 Earlens Corporation Anatomically customized ear canal hearing apparatus
EP2641526A4 (en) * 2011-04-18 2014-09-17 Olympus Medical Systems Corp Optical measurement device, endoscopic system and optical measurement program
KR101286054B1 (en) * 2011-11-02 2013-07-23 연세대학교 산학협력단 Probe for diagnosing otitis media using terahertz electronmagnetic wave, system and method for diagnosis otitis media using the same
WO2014021994A1 (en) * 2012-08-03 2014-02-06 University Of Pittsburgh - Of The Commonwealth System Of Higher Education Method and apparatus for aiding in the diagnosis of otitis media by classifying tympanic membrane images
CN103932661B (en) * 2013-01-18 2017-01-11 株式会社理光 Plenoptic otoscope
US9565996B2 (en) 2013-01-18 2017-02-14 Ricoh Company, Ltd. Plenoptic otoscope
US10327627B2 (en) 2013-01-18 2019-06-25 Ricoh Company, Ltd. Use of plenoptic otoscope data for aiding medical diagnosis
JP2016510236A (en) * 2013-02-04 2016-04-07 ヘレン オブ トロイ リミテッド Ear examination apparatus and method for determining the state of a subject's ear
CN105324063B9 (en) 2013-02-04 2018-04-20 特洛伊海伦有限公司 Method of identifying an object in an ear of a subject
WO2014117957A2 (en) 2013-02-04 2014-08-07 Helen Of Troy Limited Otoscope
SG10201706409SA (en) * 2013-02-04 2017-09-28 Helen Of Troy Ltd Otoscope
KR20160004996A (en) * 2013-02-04 2016-01-13 헬렌 오브 트로이 리미티드 Method for identifying objects in a subject's ear
US10034103B2 (en) 2014-03-18 2018-07-24 Earlens Corporation High fidelity and reduced feedback contact hearing apparatus and methods
WO2015169436A1 (en) 2014-05-05 2015-11-12 Helen Of Troy Limited Otoscope and otoscopic method based on spectral analysis
WO2016011044A1 (en) 2014-07-14 2016-01-21 Earlens Corporation Sliding bias and peak limiting for optical hearing devices
US9924276B2 (en) 2014-11-26 2018-03-20 Earlens Corporation Adjustable venting for hearing instruments
DK3355801T3 (en) 2015-10-02 2021-06-21 Earlens Corp Adapted ear canal device for drug delivery
US10098529B2 (en) 2015-10-28 2018-10-16 Ricoh Company, Ltd. Optical design of a light field otoscope
US10492010B2 (en) 2015-12-30 2019-11-26 Earlens Corporations Damping in contact hearing systems
US11350226B2 (en) 2015-12-30 2022-05-31 Earlens Corporation Charging protocol for rechargeable hearing systems
US10306381B2 (en) 2015-12-30 2019-05-28 Earlens Corporation Charging protocol for rechargable hearing systems
CN105996995B (en) * 2016-05-03 2018-09-07 华南师范大学 A kind of tympanitis diagnostic system and instrument based on spectral technique
US10568515B2 (en) 2016-06-21 2020-02-25 Otonexus Medical Technologies, Inc. Optical coherence tomography device for otitis media
US10357161B1 (en) * 2017-05-31 2019-07-23 Otonexus Medical Technologies, Inc. Infrared otoscope for characterization of effusion
CN112738700A (en) 2016-09-09 2021-04-30 伊尔兰斯公司 Smart mirror system and method
WO2018093733A1 (en) 2016-11-15 2018-05-24 Earlens Corporation Improved impression procedure
US10296780B2 (en) 2017-03-07 2019-05-21 Ricoh Company, Ltd. Automatic eardrum registration from light field data
US10275644B2 (en) 2017-03-08 2019-04-30 Ricoh Company, Ltd Automatic classification of eardrum shape
KR20180003390U (en) 2017-05-26 2018-12-05 주식회사 씨타로드산업 Push plate for saltfarm
WO2019173470A1 (en) 2018-03-07 2019-09-12 Earlens Corporation Contact hearing device and retention structure materials
WO2019199680A1 (en) 2018-04-09 2019-10-17 Earlens Corporation Dynamic filter
US20210196111A1 (en) * 2018-05-22 2021-07-01 The Regents Of The University Of California Light-emitting diode based diffuse optical spectroscopy tool
US11206971B2 (en) 2018-08-16 2021-12-28 Cactus Medical, LLC Optical spectroscopy circuitry for assessing ear health
AU2020213126A1 (en) 2019-01-25 2021-09-09 Otonexus Medical Technologies, Inc. Machine learning for otitis media diagnosis

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5847832A (en) * 1996-03-15 1998-12-08 Hughes Aircraft Company Moire topographic measurement

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2430754A1 (en) 1978-07-13 1980-02-08 Groux Jean ULTRAVIOLET ENDOSCOPE
JPS5714817A (en) 1980-06-30 1982-01-26 Olympus Optical Co Ltd Light source device for optical apparatus
JPS60119522A (en) * 1983-12-02 1985-06-27 Canon Inc Optical waveguide
US5001556A (en) 1987-09-30 1991-03-19 Olympus Optical Co., Ltd. Endoscope apparatus for processing a picture image of an object based on a selected wavelength range
US4882492A (en) 1988-01-19 1989-11-21 Biotronics Associates, Inc. Non-invasive near infrared measurement of blood analyte concentrations
US4911559A (en) * 1988-11-01 1990-03-27 Diatek, Inc. Disposable probe cover assembly for medical thermometer
JP2862099B2 (en) 1990-10-12 1999-02-24 旭光学工業株式会社 Early cancer diagnostic device
US5280788A (en) 1991-02-26 1994-01-25 Massachusetts Institute Of Technology Devices and methods for optical diagnosis of tissue
US5203328A (en) 1991-07-17 1993-04-20 Georgia Tech Research Corporation Apparatus and methods for quantitatively measuring molecular changes in the ocular lens
US5363839A (en) 1992-09-21 1994-11-15 Jedmed Instrument Company Video otoscope
US5379764A (en) * 1992-12-09 1995-01-10 Diasense, Inc. Non-invasive determination of analyte concentration in body of mammals
GB9415869D0 (en) * 1994-08-05 1994-09-28 Univ Mcgill Substrate measurement by infrared spectroscopy
US5673692A (en) * 1995-02-03 1997-10-07 Biosignals Ltd. Co. Single site, multi-variable patient monitor
US5919130A (en) 1995-03-14 1999-07-06 Welch Allyn, Inc. Video otoscope
US5714832A (en) * 1996-03-15 1998-02-03 Hughes Electronics Miniature grating device
US6119031A (en) * 1996-11-21 2000-09-12 Boston Scientific Corporation Miniature spectrometer
AU2316099A (en) * 1998-01-12 1999-07-26 Mdi Instruments, Inc. Ear examining device with temperature sensor
US6110106A (en) 1998-06-24 2000-08-29 Biomax Technologies, Inc. Endoscopes and methods relating to direct viewing of a target tissue
US6319199B1 (en) * 1998-10-26 2001-11-20 David M. Sheehan Portable data collection device
WO2000074556A2 (en) 1999-06-09 2000-12-14 Medispectra, Inc. An optical probe accessory device for use in in vivo diagnostic procedures
US6379920B1 (en) 1999-07-24 2002-04-30 Georgia Tech Research Corp. Spectroscopic diagnostics for bacteria in biologic sample
US6450970B1 (en) * 1999-11-16 2002-09-17 Ron Mahler Method and device for diagnosing an inflammatory process
WO2002016905A2 (en) * 2000-08-21 2002-02-28 Euro-Celtique, S.A. Near infrared blood glucose monitoring system
IL155837A0 (en) 2000-11-16 2004-06-01 Chameleon Medical Innovation L A diagnostic system for the ear
US20030171655A1 (en) * 2002-03-08 2003-09-11 Newman Richard W. Combination otoscope

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5847832A (en) * 1996-03-15 1998-12-08 Hughes Aircraft Company Moire topographic measurement

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO0239874A2 *

Also Published As

Publication number Publication date
WO2002039874A2 (en) 2002-05-23
US7058441B2 (en) 2006-06-06
CA2429045A1 (en) 2002-05-23
EP1339323A4 (en) 2004-04-14
KR20040067836A (en) 2004-07-30
WO2002039874A3 (en) 2003-02-13
AU2002224000A1 (en) 2002-05-27
BR0115426A (en) 2005-08-16
US20020087084A1 (en) 2002-07-04
IL155837A0 (en) 2004-06-01
EA200300574A1 (en) 2004-06-24
CN1531410A (en) 2004-09-22
JP2004535834A (en) 2004-12-02

Similar Documents

Publication Publication Date Title
US7058441B2 (en) Optical measuring system for diagnosing ear conditions
US6008889A (en) Spectrometer system for diagnosis of skin disease
US20070112273A1 (en) Measurement system and method for use in determining the patient's condition
US20030171655A1 (en) Combination otoscope
US6721583B1 (en) Method for non-invasive identification of individuals at risk for diabetes
JP6731856B2 (en) Otoscope and otoscopy method based on spectral analysis
JP2001511371A (en) Method and apparatus for evaluating precise tissue injury using hybrid neural network analyzer
WO2009157825A1 (en) A method and device for diagnosing ear conditions
KR20120130164A (en) Method and apparatus to detect coronary artery calcification or disease
US20050010102A1 (en) Apparatus for the characterisation of pigmented skin lesions
US20210196111A1 (en) Light-emitting diode based diffuse optical spectroscopy tool
KR19990022569A (en) Method and apparatus for detecting and measuring the condition affecting color
US6801316B2 (en) Measurement of an analyte concentration in a scattering medium
US20050154276A1 (en) Apparatus and process for reading radiation reflected from human skin
US20210228086A1 (en) Non invasive screening system for neonatal hyperbilirubinemia
Petruk et al. Research of the spectral diffuse reflectance of melanoma in vivo
Schmilovitch et al. Spectrophotometric otoscope: A new tool in the diagnosis of otitis media
Sayyad et al. Non-Invasive Transcutaneous Bilirubinometer Using STM32-A Review
JP2000271105A (en) Non-invasive blood analyzer
Chandra Sekhar et al. Discrimination of periodontal diseases using diffuse reflectance spectral intensity ratios
US20220142485A1 (en) Diagnostic tool based health management system
Lovett et al. The effect on clinical judgements of new types of fluorescent lamp: II Colour measurements and statistical analysis
Scarisbrick et al. Elastic scattering spectroscopy in the diagnosis of pigmented lesions: comparison with clinical and histopathological diagnosis
CN116246794A (en) Crowd acute infectious disease early warning system and method based on dynamic spectrum
WO2023175132A1 (en) System for monitoring tissue health

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

17P Request for examination filed

Effective date: 20030613

AK Designated contracting states

Kind code of ref document: A2

Designated state(s): AT BE CH CY DE DK ES FI FR GB GR IE IT LI LU MC NL PT SE TR

AX Request for extension of the european patent

Extension state: AL LT LV MK RO SI

A4 Supplementary search report drawn up and despatched

Effective date: 20040301

RIC1 Information provided on ipc code assigned before grant

Ipc: 7A 61B 5/00 B

Ipc: 7A 61B 1/227 A

17Q First examination report despatched

Effective date: 20050622

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE APPLICATION IS DEEMED TO BE WITHDRAWN

18D Application deemed to be withdrawn

Effective date: 20070726